Publication Details

Facial biometrics for situational awareness systems

POURSABERI Ahmad, VÁŇA Jan, MRÁČEK Štěpán, DVOŘÁK Radim, YANUSHKEVICH Svetlana, DRAHANSKÝ Martin, SHMERKO Vlad. P. and GAVRILOVA Marina L. Facial biometrics for situational awareness systems. IET Biometrics, vol. 2, no. 2, 2013, pp. 35-47. ISSN 2047-4938. Available from: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6545089
Czech title
Biometrie obličeje v situational awareness systémech
Type
journal article
Language
english
Authors
Poursaberi Ahmad (UCalgary)
Váňa Jan, Ing. (DITS FIT BUT)
Mráček Štěpán, Ing. (DITS FIT BUT)
Dvořák Radim, Ing. (DITS FIT BUT)
Yanushkevich Svetlana, Dr. (UCalgary)
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D. (DITS FIT BUT)
Shmerko Vlad. P. (UCalgary)
Gavrilova Marina L., Ph.D. (UCalgary)
URL
Keywords

biometric data analysis; biometric data gathering; biometric-based situational awareness systems; biometrics (access control); data analysis; decision making; decision-making; face recognition; facial biometrics; facial expression recognition; human behavioural pattern; infrared bands; multispectral biometrics; physiological parameter estimation; situational awareness systems; visible bands

Abstract

This study contributes to developing the concept of decision-making support in biometric-based situational awareness systems. Such systems assist users in gathering and analysing biometric data, and support the decision-making on the human behavioural pattern and/or authentication. As an example, the authors consider a facial biometric assistant that functions based on multi-spectral biometrics in visible and infrared bands; it involves facial expression recognition, face recognition in both spectra, as well as estimation of physiological parameters. The authors also investigate usage of facial biometrics for the semantic representation for advanced decision-making.

Published
2013
Pages
35-47
Journal
IET Biometrics, vol. 2, no. 2, ISSN 2047-4938
Publisher
The Institution of Engineering and Technology
DOI
10.1049/iet-bmt.2012.0065
UT WoS
000346561700001
EID Scopus
2-s2.0-84879358150
BibTeX 
@ARTICLE{FITPUB10820,
   author = "Ahmad Poursaberi and Jan V\'{a}\v{n}a and \v{S}t\v{e}p\'{a}n Mr\'{a}\v{c}ek and Radim Dvo\v{r}\'{a}k and Svetlana Yanushkevich and Martin Drahansk\'{y} and P. Vlad. Shmerko and L. Marina Gavrilova",
   title = "Facial biometrics for situational awareness systems",
   pages = "35--47",
   journal = "IET Biometrics",
   volume = 2,
   number = 2,
   year = 2013,
   ISSN = "2047-4938",
   doi = "10.1049/iet-bmt.2012.0065",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10820"
}
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